I am using the lavaanPlot-Package to plot my Path Model created with lavaan. Works like a charm. Just to make it easier here is a reproducible example
library(pacman)
p_unload()
p_load(dplyr,lavaan,webshot,lavaanPlot)
model <- 'mpg ~ cyl + disp + hp
qsec ~ disp + hp + wt'
fit <- sem(model, data = mtcars)
summary(fit)
plot <- lavaanPlot(model = fit,
node_options = list(shape = "box", fontname = "Helvetica"),
edge_options = list(color = "grey"),
coefs = F)
plot
However I would like to save the result to a png file on my disc (rather than utilizing some form of screenshot). Digging in the docs I found out that lavaanPlot returns a Diagrammer Object. I tried to get a png file with three different approaches
1. Webshot
Gives me the error webshot.js returned failure value: 1
2. export_graph
I found some suggestion how to fix it this link on SO, suggesting to use DiagrammeR export_graph
. However this gives me the following error:
Fehler: `export_graph()` REASON:
* The graph object is not valid
3. export_svg
Additionally I found this suggested solution on github, which I couldnt get to work either. It produces a SVG file for me which I cant open properly
# Try 1 using webshot
webshot("Plot_test_webshot.png")
# Try 2 export_graph
plot %>%
export_graph(file_name = "pic.png",
file_type = "png")
export_graph(plot,
file_name = "pic.png",
file_type = "png")
# Try 3 export_svg
plot %>%
export_svg() %>%
charToRaw %>%
rsvg_pdf("./path_to_svg_file.svg")
I was able to find a solution in the Github of the maintainer of the package.
Posting this in the hope that anyone in the future looking for a solution will find this
# Export Function for lavaanPlot Obtained from github
# https://github.com/alishinski/lavaanPlot/blob/export_plots/R/plotExportFunctions.R
save_png <- function(plot, path){
DiagrammeRsvg::export_svg(plot) %>%
charToRaw() %>%
rsvg::rsvg() %>%
png::writePNG(path)
}
Also on Github there is a branch in which this functionality is already included.